Clustering for global market access in Bangladesh: Baseline survey (doi:10.7910/DVN/TUXYXQ)

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Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
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Clustering for global market access in Bangladesh: Baseline survey

doi:10.7910/DVN/TUXYXQ

Harvard Dataverse

2025-02-24

1

International Food Policy Research Institute (IFPRI), 2025, "Clustering for global market access in Bangladesh: Baseline survey", https://doi.org/10.7910/DVN/TUXYXQ, Harvard Dataverse, V1, UNF:6:qXUilGNxvJepA+YFqX5oBA== [fileUNF]

Clustering for global market access in Bangladesh: Baseline survey

doi:10.7910/DVN/TUXYXQ

International Food Policy Research Institute (IFPRI)

Narayanan, Sudha (International Food Policy Research Institute (IFPRI))

Kabir, Razin (International Food Policy Research Institute (IFPRI))

Belton, Ben (International Food Policy Research Institute (IFPRI))

Hernandez, Ricardo (International Food Policy Research Institute (IFPRI))

Development Strategies and Governance Unit

Markets, Trade, and Institutions Unit

Poverty, Gender, and Inclusion Unit

CGIAR Initiative on Rethinking Food Markets

International Food Policy Research Institute (IFPRI)

2023

STATA

Harvard Dataverse

International Food Policy Research Institute (IFPRI)

IFPRI-Data

IFPRI-KM

2024

2024

Household- and Community-level Surveys

https://doi.org/10.7910/DVN/TUXYXQ

Agricultural Sciences, Social Sciences, aquaculture, shrimp culture, value chains, market access, food security, dietary diversity, credit, labor, income, BANGLADESH, SOUTH ASIA, ASIA

Impact assessment, Markets

The "Clustering for Global Market Access Survey" was conducted to assess the impacts of shrimp farm clustering interventions implemented by the Department of Fisheries (DoF), the Bangladesh Shrimp and Fish Foundation (BSFF), and a private sector actor. The survey was carried out in two rounds: a baseline in 2023 and an endline in 2024, to evaluate the effectiveness of these interventions. The data presented here are from the <b>baseline survey</b> conducted between November 14 and December 14, 2023. </p> Data were collected at the household, cluster, and community levels using a two-stage simple random sampling design and analyzed through a difference-in-differences approach.</p> <b>Household Data</b>: The household datasets include 1,222 shrimp farms across three districts in southern Bangladesh—Bagerhat, Khulna, and Satkhira. Among these, 622 are cluster farmers, and 600 are non-cluster comparison farmers situated in either the same or adjacent villages to cluster farmers. The data encompass cluster participation, pond characteristics, inputs received from cluster operators, stocking and harvesting, feed and non-feed input use, sales revenue, integrated farming, labor use, credit access, dietary diversity, and food security.</p> <b>Cluster Data</b>: The cluster datasets cover 68 shrimp farm clusters, providing insights into cluster composition and training delivered to cluster members.</p> <b>Community Data</b>: The community datasets provide contextual information on the 136 villages where both cluster and non-cluster farmers reside.<p>

2023-2023

2023-11-14-2023-12-14

Bangladesh, Bangladesh, Bangladesh

Bagerhat District, Khulna District, Satkhira District

Village

• West Bounding Longitude: 88.75
• East Bounding Longitude: 89.98
• South Bounding Latitude: 22.20
• North Bounding Latitude: 23.00

Household

Cluster

Community

Shrimp cluster farmers and comparable farmers in the same or neighboring districts of Bagerhat, Khulna, and Satkhira.

sample survey data (SSD)

Cross-section

This survey uses a two-stage simple random sampling design to select farmers from the universe of shrimp cluster farmers under the Department of Fisheries (DoF), the Bangladesh Shrimp and Fish Foundation (BSFF), and a private sector actor.</p> For DoF farmers, the sampling process involved two stages:</p> 1. Cluster Sampling: Sixty clusters were randomly selected from a total of 300 registered clusters.</p> 2. Farmer Sampling: From each sampled cluster, seven farmers were randomly selected.</p> If a sampled farmer had joined but later “dropped out” of their cluster initiative, they were still treated as "cluster" farmers, and replacement farmers were also randomly selected from the remaining cluster farmer list. This approach resulted in interviews with 444 DoF cluster farmers.</p> For BSFF and ACI farmers, the survey sampled all farmers within eight functioning clusters (four clusters per organization). The sample size for each was:</p> <b>BSFF Clusters</b>: 20 farmers per cluster, totaling 80 farmers.</p> <b>ACI Clusters</b>: 25 farmers per cluster, totaling 98 farmers.</p> The total sample size in each survey round was 1,222 farmers.

In-person interview

Structured questionnaire

International Food Policy Research Institute (IFPRI). 2024. Clustering for global market access in Bangladesh: Baseline survey. Washington, DC: IFPRI [dataset]. <a href="https://doi.org/10.7910/DVN/TUXYXQ"> https://doi.org/10.7910/DVN/TUXYXQ</a>. Harvard Dataverse. Version 1.

<p>IFPRI adheres to the principle of unrestricted public access to its own final research outputs and will make such outputs freely available. The Institute encourages the use of this dataset; for detailed information on its use, please refer to <a href="https://www.ifpri.org/intellectual-property-policy">IFPRI’s Intellectual Property Policy</a>. The data files in this dataset are unit record or ‘raw’ data files. Information that would allow survey respondents to be identified has been deleted from the files, but all other information remains. IFPRI’s decision not to alter the contents of the data files means that the user of these files will need to take care in handling missing observations, outliers, and violations of logical consistency. </p><p>The data are provided ‘as is’ and in no event shall IFPRI be liable for any damages resulting from the use of the data. While great effort was taken to obtain high-quality data, the accuracy or reliability of the data is not guaranteed or warranted in any way.</p>

<a href="https://doi.org/10.7910/DVN/VQJNLG">Clustering for global market access in Bangladesh: Endline survey</a>

Narayanan, Sudha; Belton, Ben; Kabir, Razin; Sakil, Abdul Zabbar; Khan, Asraul Hoque; and Hernandez, Ricardo. 2024. The cluster panacea? An evaluation of three interventions in shrimp value chains in Bangladesh. CGIAR Initiative on Rethinking Food Markets Technical Report. Washington, DC: International Food Policy Research Institute.

10568/172964

Narayanan, Sudha; Belton, Ben; Kabir, Razin; Sakil, Abdul Zabbar; Khan, Asraul Hoque; and Hernandez, Ricardo. 2024. The cluster panacea? An evaluation of three interventions in shrimp value chains in Bangladesh. CGIAR Initiative on Rethinking Food Markets Technical Report. Washington, DC: International Food Policy Research Institute.

Narayanan, Sudha; Kabir, Razin; Belton, Ben; Hernandez, Ricardo; Hossein, P. 2024. Clustering shrimp farming to promote traceability and certification: IPSR Innovation Profile. First edition, September 2024. Montpellier: CGIAR System Organization

10568/155326

Narayanan, Sudha; Kabir, Razin; Belton, Ben; Hernandez, Ricardo; Hossein, P. 2024. Clustering shrimp farming to promote traceability and certification: IPSR Innovation Profile. First edition, September 2024. Montpellier: CGIAR System Organization

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• VariableName - VariableName
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• VariableName - VariableName
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• VariableType - VariableType
• VariableName - VariableName
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• VariableType - VariableType
• VariableName - VariableName
• VariableLabel - VariableLabel
• AnswerLabel - AnswerLabel
• AnswerCode - AnswerCode
• VariableType - VariableType
• cluster_uid - Cluster ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_name_en - Cluster name
• count_resp - Respondent count
• urban_area - Nearest urban area
• cluster_uid - Cluster ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_name_en - Cluster name
• count_resp - Respondent count
• b101 - Cluster organizer
• b102 - Date of cluster formation
• b103 - Number of cluster members at the time of inception
• b103_1 - Number of cluster members at present
• b104 - Number of ponds/ghers in the cluster at present
• b105 - Total area of ponds/ghers in the cluster (decimal)
• b106 - Number of production cycles completed since cluster formation
• b107 - Number of production cycles initiated since cluster formation
• b108 - Total quantity of shrimp produced since cluster formation (kg)
• b109 - Cluster currently registered as a formal entity
• b110 - Cluster has bank account in its name
• b111 - Cluster elects representatives to coordinate activities
• b112 - How often the cluster is supposed to meet
• b113 - Number of times in the past 12 months cluster members have been able to meet
• b113_1 - Date of most recent cluster meeting
• b114 - Cluster operates out of a dedicated office space
• urban_area - Nearest urban area
• cluster_uid - Cluster ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_name_en - Cluster name
• count_resp - Respondent count
• c100_1 - Have gher contiguous with cluster member ghers
• c100_2 - Have gher sharing single water source with cluster members
• c100_3 - Register farm with DoF
• c100_4 - Have ownership/tenancy documents for gher in cluster
• c100_5 - Deepen the gher
• c100_6 - Construct a reserve tank inside/outside the gher
• c100_7 - Construct a nursing point (within the gher)
• c100_8 - Install blue fencing around gher
• c100_9 - Install bird netting/lines
• c100_10 - Place fine mesh netting on inlet pipe to prevent wild PL/fish fry from entering
• c100_11 - Grow only bagda in monoculture
• c100_12 - Stop stocking any white fish
• c100_13 - Stop growing rice in gher
• c100_14 - Stop growing vegetables on trellises/frames over the pond
• c100_15 - Always treat water before stocking PL
• c100_16 - Stock PL in coordination with other cluster members
• c100_17 - Stock PL only 1 time per cycle
• c100_18 - Only stock PL provided/arranged by cluster organizer
• c100_19 - Only stock SPF-PL
• c100_20 - Only stock PCR-tested PL
• c100_21 - Do not exchange water during the production cycle
• c100_22 - Only use formulated shrimp feed
• c100_23 - Use prebiotics/probiotics
• c100_24 - Harvest shrimp in coordination with other cluster members
• c100_25 - Only sell shrimp to collector appointed to serve the cluster
• c100_26 - Sell shrimp direct to processor
• c100_27 - Sign a production contract with a processor
• c100_28 - Take a loan from or facilitated by the cluster
• c100_29 - Pay a membership fee to the cluster
• c100_99 - Other
• c100_other - Other practice (specify)
• urban_area - Nearest urban area
• cluster_uid - Cluster ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_name_en - Cluster name
• count_resp - Respondent count
• c200_1 - Liaison with the government for subsidies/benefits
• c200_2 - Facilitate procurement of SPF-PL on behalf of members
• c200_3 - Facilitate PCR-testing of PL on behalf of members
• c200_4 - Facilitate testing of water quality, etc. for members
• c200_5 - Facilitate marketing of shrimp produced by cluster members
• c200_6 - Facilitate acquiring credit for cluster members
• c200_7 - Facilitate acquiring insurance for cluster members
• c200_8 - Facilitate technical advice and extension
• c200_99 - Other
• c200_other - Other activity (specify)
• c201 - Any formal cluster-level contract with any processor
• c201_1 - Processor with whom there is a cluster-level contract
• c201_2 - Extent to which cluster members would/do value a formal arrangement/contract wit
• c202 - Cluster currently has a formal cluster-level contract with any input supplier (e
• c202_1 - Inputs for which the cluster currently has a formal contract with a supplier
• c202_1_1 - Feed
• c202_1_2 - Bagda PL
• c202_1_3 - Golda PL
• c202_1_4 - Bleaching powder
• c202_1_5 - Lime
• c202_1_6 - Pesticides
• c202_1_7 - Probiotics
• c202_1_8 - Prebiotics
• c202_1_9 - Blue netting
• c202_1_99 - Other
• c202_2 - Extent to which cluster members would/do value a formal arrangement/contract wit
• c203 - Cluster members have interacted with similar clusters in other villages
• urban_area - Nearest urban area
• cluster_uid - Cluster ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_name_en - Cluster name
• count_resp - Respondent count
• c301 - Perception of cluster's success in securing cooperation and coordination among m
• c302 - Perception of how difficult it has been for the majority of cluster members to f
• c303 - Opinion on what, if anything, needs to change so that the cluster can flourish
• urban_area - Nearest urban area
• cluster_uid - Cluster ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_name_en - Cluster name
• count_resp - Respondent count
• inst_code - Institution code
• inst_name - Institution name
• d101 - Number of times cluster received training from this institution in the last 24 m
• d102 - Number of cluster members who received training from this institution in the las
• d103 - Training topics
• d103_1 - Farm registration
• d103_2 - Pond construction/deepening
• d103_3 - Biosecurity
• d103_4 - Water intake treatment
• d103_5 - Water discharge treatment
• d103_6 - Monitoring pH level of pond water
• d103_7 - Monitoring ammonia levels in the pond
• d103_8 - Fertilizer application
• d103_9 - Species selection
• d103_10 - Stocking SPF-PL
• d103_11 - PCR-testing PL
• d103_12 - Feed use and management
• d103_13 - Probiotic/prebiotic application
• d103_14 - Other chemical input use
• d103_15 - Disease identification and control
• d103_16 - Record-keeping (specifically related to the pond and production practices)
• d103_17 - Book keeping / financial record-keeping
• d103_18 - Digital traceability
• d103_19 - Vannamei farming
• d103_99 - Other
• d103_other - Other training (specify)
• urban_area - Nearest urban area
• cluster_uid - Cluster ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_name_en - Cluster name
• count_resp - Respondent count
• e100 - Number of female cluster members
• e101 - Cluster members are mostly of the same religion
• e102 - Cluster members mostly have the same ethnic background/clan/shared kinship
• e103 - Cluster members mostly have the same educational background or level
• e104 - Cluster members mostly own the land they farm shrimp on
• e105 - Cluster members mostly rent the land they farm shrimp on
• e106 - Cluster members work or interact with other groups in the same village/neighborh
• e107 - Cluster members work or interact with other groups outside the village/neighborh
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• b100 - Number of households in the village at present
• b101 - Number of households five years prior
• b102 - Number of households that farm bagda at present
• b103 - Number of households that farmed bagda five years prior
• b104 - Reasons why the number of households farming bagda has changed
• b105 - Number of households farming bagda in monoculture at present
• b106 - Number of households farming bagda in monoculture five years prior
• b107 - Reasons why the number of households farming bagda in monoculture has changed
• b108 - Number of households that farm golda at present
• b109 - Number of households that farmed golda five years prior
• b110 - Reasons why the number of households farming golda has changed
• urban_area - Nearest urban area
• fielddate - Survey date
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• c100 - Primary type of access leading to the village
• c101 - Year the village first received a pakka road
• c102 - Village accessible by car during the monsoon season
• c103 - Distance from the village to the nearest urban area (km)
• c104 - Most common form of transport to the nearest urban area
• c104_other - Other form of transport (specify)
• c105 - Time taken to travel to the nearest urban area during the monsoon season (minute
• c106 - Most common form for transport to the nearest urban area five years prior
• c106_other - Other form of transport (specify)
• c107 - Time taken to travel to the nearest urban area during the monsoon season five ye
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• d100 - Village located within a polder
• d101 - Year in which polder construction was completed
• d102 - Polder name
• d103 - Village served by an irrigation/drainage canal
• d104 - Year in which irrigation/drainage canal construction was completed
• d105 - Availability of publicly provided electricity
• d106 - Year in which village received publicly provided electricity
• d107 - Number of households within the village with access to publicly provided electri
• d108 - Village has a permanent market
• d109 - Year in which the permanent market was established
• d110 - Village has a temporary market (haat bazar)
• d111 - Year in which the temporary market was established
• d112 - Village has a primary school
• d113 - Year in which the primary school was established
• d114 - Village has a high school
• d115 - Year in which the high school was established
• d116 - Village has a health clinic
• d117 - Year in which the health clinic was established
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• e100 - Aquaculture-related businesses operating in the village in the last 10 years
• e100_1 - Fish hatchery
• e100_2 - Fish nursery
• e100_3 - Aquaculture farm (ponds)
• e100_4 - Aquaculture farm (ghers)
• e100_5 - Fish seed trader
• e100_6 - Shrimp seed trader
• e100_7 - Patilwallah
• e100_8 - Fish feed supplier
• e100_9 - Vetrinary medicine shop
• e100_10 - Agricultural input shop
• e100_11 - Fish trader
• e100_12 - Shrimp trader
• e100_13 - Fish retailer
• e100_14 - Fish harvesting team
• e100_15 - Earth cutting team
• e100_16 - Ice factory
• e100_17 - Mechanical repair shop
• e100_18 - Agricultural machinery shop
• e100_19 - Mechanical excavators for hire
• e100_20 - Depot
• e100_21 - Arat
• e100_22 - Shrimp collection center operated by a processor
• e100_99 - Other
• e100_other - Other business (specify)
• e100_count - Number of aquaculture-related businesses (count)
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• aqua_business_code - Aquaculture-related business code
• aqua_business_name - Aquaculture-related business name
• e101 - Number in the village at present
• e102 - Number in the village five years prior
• e103 - Distance to the nearest such business (if not within the village) (km)
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• f100 - Climatic events experienced by the village in the last 10 years
• f100_1 - Floods
• f100_2 - Droughts
• f100_3 - Extreme high temperatures
• f100_4 - Extreme low temperatures
• f100_5 - Rapid changes in temperature
• f100_6 - Long period with dense cloud cover
• f100_7 - Intense rainfall events
• f100_8 - High wind storms
• f100_9 - Storm surges
• f100_10 - Saline intrusion
• f100_11 - Irregular rainfall
• f100_12 - Waterlogging
• f100_99 - Other
• f100_other - Other climatic event (specify)
• f100_count - Number of climatic events (count)
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• climate_event_code - Climatic event code
• climate_event_name - Climatic event name
• f101 - Number of times village has experienced this climate event in the last 10 years
• f102 - Most recent year the village experienced this climate event
• f103 - Number of households affected during the most recent event
• f104 - Number of shrimp/prawn farming households affected during the most recent event
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• g100 - Institutions serving the village in the last 12 months
• g100_1 - DoF extension agent
• g100_2 - DAE extension agent
• g100_3 - Aquafeed company extension agent
• g100_4 - Shrimp processing company extension agent
• g100_5 - NGO
• g100_6 - Microfinance institution
• g100_7 - Aquaculture extension project
• g100_0 - ???
• g100_99 - Other
• g100_feedcomp - Aquafeed company name
• g100_processor - Shrimp processing company name
• g100_ngo - NGO name
• g100_micro - Microfinance institution name
• g100_aqua_ext - Aquaculture extension project name
• g100_other - Other institution (specify)
• g100_count - Insitution count
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• inst_code - Institution code
• inst_name - Institution name
• g101 - Number of households served by this institution in the past 12 months
• g102 - Year in which the village first received service from this institution
• urban_area - Nearest urban area
• community_uid - Community ID
• district_code - District (code)
• upazila_code - Upazila (code)
• districtname - District
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• union - Union / Paurashava
• village - Village / Ward
• cluster_village - Village type
• count_resp - Respondent count
• h101 - Distance to nearest fisheries extension office (km)
• h102 - Distance to nearest union council office (km)
• urban_area - Nearest urban area
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• round - Survey round
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• sample_status_sl - Sample status serial
• cluster_leave - Are you or others in your household currently a member of a shrimp farming clust
• cluster_joining_dat - When did you or others in your household become a shrimp cluster member?
• cluster_leave_date - When did you or others in your household leave this shrimp cluster?
• cluster_leave_why - Why are you or your family members currently out of the shrimp cluster?
• consent_yn - Do you agree to take part in this interview?
• res_name - Respondent's name
• phone_yn - Do you have a cell phone?
• phone_consent - Could you please give us your phone number?
• phone_num - Respondent's phone number
• memregister - Is the respondent the person who is registered as the cluster member?
• a100 - Final respondent name
• a101 - Age (years)
• a102 - Gender
• a103 - Religion
• a104 - Can read or write
• a105 - Education (self)
• a106 - Education (any household member)
• a107 - Year first started farming shrimp
• a108 - Total area of land used for agriculture and/or aquaculture (owned and/or operate
• a108_u - Unit - Total area of land used for agriculture and/or aquaculture
• a109 - Total area of aquaculture land farmed (decimals)
• a109_u - Unit - Total area of aquaculture land farmed
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• a201 - Ever received aquaculture training or support
• a202 - Number of trainings received in the past 24 months
• a203 - Most recent year of training
• a207 - Most recent month-year of training from cluster
• a208 - Total duration of training received
• a208_u - Unit - Total duration of training received
• a208_days - Total duration of training received (days)
• a209 - Training topics
• a209_1 - Farm registration
• a209_2 - Pond construction/deepening
• a209_3 - Biosecurity
• a209_4 - Water intake treatment
• a209_5 - Water discharge treatment
• a209_6 - Monitoring pH level of pond water
• a209_7 - Monitoring ammonia levels in the pond
• a209_8 - Fertilizer application
• a209_9 - Species selection
• a209_10 - Stocking SPF-PL
• a209_11 - PCR-testing PL
• a209_12 - Feed use and management
• a209_13 - Probiotic/prebiotic application
• a209_14 - Other chemical input use
• a209_15 - Disease identification and control
• a209_16 - Record-keeping (specifically related to the pond and production practices)
• a209_17 - Book keeping / financial record-keeping
• a209_18 - Digital traceability
• a209_19 - Vannamei farming
• a209_99 - Other
• a209_other - Training topic - Other (specify)
• a210 - Number of production cycles completed since becoming cluster member
• a211 - Actions taken to become cluster member
• a211_1 - Have gher contiguous with cluster member ghers
• a211_2 - Have gher sharing single water source with other cluster members
• a211_3 - Register farm with DoF
• a211_4 - Have ownership/tenancy documents for gher in cluster
• a211_5 - Contribute to monthly cluster savings
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• plotsl - Plot number
• b100n - Plot name
• b100 - Plot size in decimals
• b101 - Plot registered as part of a shrimp cluster?
• plot_sample - Sample plot
• selectedplot - Sample plot name
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• selectedplotsl - Sample plot serial
• selectedplot - Sample plot name
• selectedplotsize - Sample plot size (decimals)
• c001 - Surface area of sample pond (decimals)
• c002 - Depth of deepest part of sample pond (feet)
• c003 - Sample pond farming activities since 2021
• c003_1 - Deepen the gher
• c003_2 - Construct a reserve tank inside/outside the gher
• c003_3 - Construct a nursing point (within the gher)
• c003_4 - Install blue fencing around gher
• c003_5 - Install bird netting/lines
• c003_6 - Placed fine mesh netting on inlet pipe to prevent wild PL/fish fry from entering
• c003_7 - Started growing bagda
• c003_8 - Started growing only bagda in monoculture
• c003_9 - Started growing golda
• c003_10 - Stopped stocking white fish
• c003_11 - Stopped growing rice in gher
• c003_12 - Stopped growing vegetables on trellises/frames over the pond
• c003_13 - Always treat water before stocking PL
• c003_14 - Stock PL in coordination with other cluster members
• c003_15 - Stock PL only 1 time per cycle
• c003_16 - Only stock PL provided/arranged by cluster organizer
• c003_17 - Only stock SPF-PL
• c003_18 - Only stock PCR-tested PL
• c003_19 - Only use formulated shrimp feed
• c003_20 - Use prebiotics/probiotics
• c003_21 - Harvest shrimp in coordination with other cluster members
• c003_22 - Only sell shrimp to collector appointed to serve the cluster
• c003_23 - Sell shrimp directly to processor
• c003_24 - Sign a production contract with a processor
• c003_99 - Other
• c003_other - Sample pond farming activity - Other (specify)
• c004 - Depth of deepest part of the sample pond prior to deepening (feet)
• c005 - Left sample pond fallow prior to deepening
• c006 - Time left fallow prior to deepening (months)
• c007 - Expenditure for deepening sample pond (incl. machinery and labor) (BDT)
• c008 - Month-year completed deepening sample pond
• c009 - Expenditure for constructing reserve tank (BDT)
• c010 - Expenditure for constructing nursing point (BDT)
• c011 - Expenditure for installing blue fencing (BDT)
• c012 - Expenditure for installing bird netting/lines (BDT)
• c200 - Tenure status of sample pond in 2022
• c200_other - Tenure status - Other (specify)
• c201 - Expenditure on rent for the sample pond in 2022 (BDT)
• c202 - First date of stocking in the sample pond in 2022
• c203 - Date of final harvest for the 2022 production cycle
• c204 - Sources of water for sample pond
• c204_1 - Rainfed
• c204_2 - Shallow tubewell
• c204_3 - River
• c204_4 - Canal
• c204_5 - Deep tubewell
• c204_99 - Other
• c204_other - Sample pond water source - Other (specify)
• c205 - Distance to the nearest water source from the sample pond (meters)
• c206 - Sample pond had an aerator in 2022
• c206_a - Date of installation of aerator for sample pond
• c206_b - Cost of aerator installation (BDT)
• c208 - Sample pond flooded during 2022 production cycle
• c209 - Yield of sample pond lower than usual due to flooding
• c210 - How much lower the yield was due to flooding (%)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c2_001 - Received any free inputs from cluster during 2022 production cycle
• c2_002 - Free inputs received
• c2_002_1 - Feed
• c2_002_2 - Bagda PL
• c2_002_3 - Golda PL
• c2_002_4 - Bleaching powder
• c2_002_5 - Lime
• c2_002_6 - Pesticides
• c2_002_7 - Probiotics
• c2_002_8 - Prebiotics
• c2_002_9 - Blue netting
• c2_002_99 - Other
• c2_002_other - Other input received (specify)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• speciescode - Species code
• speciesname - Species name
• c301 - Quantity stocked in the sample pond during the 2022 production period
• c301_u - Stocked quantity unit
• c302 - Stocked golda juveniles in the sample pond during the 2022 production period
• c303 - Total cost of stocking (BDT)
• c304 - Quantity sold (kg)
• c305 - Number of times sold from the sample pond
• c306 - Quantity consumed from the sample pond (kg)
• c307 - Number of times consumed/gifted from the sample pond
• c308 - Average sales price received (BDT/kg)
• prod - Quantity produced (kg)
• c309 - Main grade sold (for bagda and golda only) (pieces per kg)
• c311 - Main type of buyer during the 2022 production period
• c311_other - Other buyer type (specify)
• c312 - Obligated to sell to this buyer, or a trader linked to this buyer (bagda and gol
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c400Fishsl - Species code
• c400Fishname - Species name
• c401 - Source of PL stocked in the sample pond during the 2022 production period
• c401_1 - Hatchery
• c401_2 - Nursery
• c401_3 - Seed trader
• c401_4 - Processor
• c401_5 - Patilwallah
• c401_98 - Not applicable
• c401_99 - Other
• c401_other - Other source (specify)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c400Fishsl - Species code
• c400Fishname - Species name
• pl_sourcecode - PL source code
• pl_sourcename - PL source name
• c402 - Which hatchery did you source PL from?
• c403 - Number of times stocked PL from this source during the 2022 production period
• c404 - Reasons for choosing to source PL from this source
• c404_1 - Organized/mandated by cluster
• c404_2 - Virus-free
• c404_3 - High survival rate
• c404_4 - Good quality
• c404_5 - Good price
• c404_6 - Convenient location
• c404_7 - Only supplier in this area
• c404_8 - Organized/mandated by feed supplier
• c404_9 - Organized/mandated by buyer
• c404_99 - Other
• c404_other - Other reason (specify)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c405 - Stocked SPF bagda PL
• c406 - Proportion of bagda PL stocked that were SPF (%)
• c407 - Number of times stocked SPF bagda PL
• c408 - Reasons for not stocking SPF bagda PL
• c408_1 - Never heard of SPF-PL
• c408_2 - Not available here
• c408_3 - Too expensive
• c408_4 - Ineffective at preventing disease
• c408_99 - Other
• c408_other - Other reason for not stocking SPF bagda PL (specify)
• c409 - Stocked PCR-tested bagda PL
• c410 - Proportion of bagda PL stocked that were PCR-tested (%)
• c411 - Number of times stocked PCR-tested bagda PL
• c412 - Reasons for not stocking PCR-tested bagda PL
• c412_1 - Never heard of PCR-tested PL
• c412_2 - Not available here
• c412_3 - Too expensive
• c412_4 - Ineffective at preventing disease
• c412_5 - No need, as stocking SPF PL
• c412_99 - Other
• c412_other - Other reason for not stocking PCR-tested bagda PL (specify)
• c413 - Nursed PL prior to stocking
• c414 - Number of days nursed PL prior to stocking
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c500 - Type of feed used in the sample pond during the 2022 production cycle
• c500_1 - Sinking feed (commercial pellet)
• c500_2 - Floating feed (commercial pellet)
• c500_3 - Specialized shrimp feed (commercial pellet)
• c500_4 - Rice bran
• c500_5 - Broken rice
• c500_6 - Mustard oilcake
• c500_7 - Soy cake
• c500_8 - Snails
• c500_9 - Wheat bran
• c500_10 - Daal
• c500_11 - Maize
• c500_12 - Rice
• c500_99 - Other
• c500_other - Other feed type (specify)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• feedtypecode - Feed code
• feedtypename - Feed name
• c501 - Quantity used as feed in the sample pond during the 2022 production period
• c501_u - Quantity unit
• c502 - Average price per unit during the 2022 production period (BDT/unit)
• c502_u - Price unit
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c503 - Paid transport costs for feed during the 2022 production period
• c504 - Transport cost for feed (BDT)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_org - Cluster organizer
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c600 - Inputs used in the sample pond during the 2022 production period
• c600_1 - Urea
• c600_2 - TSP
• c600_3 - DAP
• c600_4 - MOP/Potash
• c600_5 - Cow dung
• c600_6 - Lime
• c600_7 - Bleaching powder
• c600_8 - Pesticide
• c600_9 - Antibiotics
• c600_10 - Probiotics
• c600_11 - Prebiotics
• c600_12 - Vitamins
• c600_13 - Minerals
• c600_14 - Zeolite
• c600_15 - Salt
• c600_16 - Fuel (diesel/petrol) for pumping water/aeration
• c600_17 - Electricity for pumping water/aeration
• c600_18 - Did not use any
• c600_99 - Other non-feed pond input
• c600_other - Other input (specify)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• inputcode - Input code
• inputname - Input name
• c601 - Quantity used in the sample pond during the 2022 production period
• c601_u - Quantity unit
• c601_u_other - Other quantity unit
• c602 - Value of input used (BDT/unit)
• c602_u - Value unit
• c602_u_other - Other value unit
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c700 - Sample plot also used for rice production during the 2022 production period
• c701 - Seasons in which rice was grown
• c701_1 - Boro
• c701_2 - Aman
• c701_3 - Aus
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• riceseasoncode - Rice season code
• riceseasonname - Rice season name
• c702 - Total outlay on rice production during the 2022 production period (BDT)
• c703 - Total quantity of rice harvested (kg)
• c704 - Total quantity of rice sold (kg)
• c705 - Total value of rice sold (BDT)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c706 - Sample plot also used for fruit/vegetable production
• c707 - Total outlay on fruit/vegetable production (BDT)
• c708 - Total quantity of fruits/vegetables harvested (kg)
• c709 - Total quantity of fruits/vegetables sold (kg)
• c710 - Total value of fruits/vegetables sold (BDT)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c801 - Number of male household members that worked on the sample plot during the 2022
• c802 - Average number of days worked by male household members (days)
• c803 - Average number of hours worked per day by male household members (hours per day)
• c804 - Number of female household members that worked on the sample plot during the 202
• c805 - Average number of days worked by female household members (days)
• c806 - Average number of hours worked per day by female household members (hours per da
• c807 - Used any temporary hired labor to work on the sample plot during the 2022 produc
• c808 - Number of casual hired male workers
• c809 - Average number of days worked by casual hired male workers (days)
• c810 - Average number of hours worked per day by casual hired male workers (hours per d
• c811 - Daily rate for casual hired male workers (BDT per day)
• c812 - Number of casual hired female workers
• c813 - Average number of days worked by casual hired female workers (days)
• c814 - Average number of hours worked per day by casual hired female workers (hours per
• c815 - Daily rate for casual hired female workers (BDT per day)
• c816 - Used any permanent hired labor to work on the sample plot during the 2022 prodcu
• c817 - Number of permanent hired male workers
• c818 - Average number of days worked by permanent hired male workers (days)
• c819 - Average number of hours worker per day by permanent hired male workers (hours pe
• c820 - Monthly rate for permanent hired male workers (BDT per day)
• c821 - Number of permanent hired female workers
• c822 - Average number of days worked by permanent hired female workers (days)
• c823 - Average number of hours worker per day by permanent hired female workers (hours
• c824 - Monthly rate for permanent hired female workers (BDT per day)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c900 - Faced shrimp health problems in the sample plot during the 2022 production perio
• c901 - Types of shrimp health problems faced
• c901_1 - White Spot Disease (WSD)
• c901_2 - Early Mortality Syndrome (EMS)
• c901_3 - Antenna broken
• c901_4 - Black gill
• c901_5 - Soft shell
• c901_6 - Greenish scum
• c901_7 - Slow growth/shrimp not eating
• c901_8 - High water temperature
• c901_97 - Don't know
• c901_99 - Other
• c901_oth - Other disease problem (specify)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• shrimpdiseasecode - Disease code
• shrimpdiseasename - Disease name
• c902 - Number of times faced disease in the sample plot during the 2022 production peri
• c903 - Measures taken to resolve disease problem
• c903_1 - Treated with disinfectant
• c903_2 - Treated with antibiotics
• c903_3 - Treated with pesticides
• c903_4 - Gave more prebiotics
• c903_5 - Gave more probiotics
• c903_6 - Applied vitamins/minerals
• c903_7 - Prompt harvest
• c903_8 - Water exchange/top up
• c903_9 - No treatment
• c903_99 - Other measure
• c903_oth - Other measure (specify)
• c904 - Mortality rate due to disease (%)
• c905 - Approximate losses due to disease (BDT)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• c1001 - Date of final sale of bagda/golda from the sample pond during the 2022 productio
• c1001_name - Species sold (bagda or golda)
• c1002 - Main grade of bagda/golda sold (pieces per kg)
• c1003 - Total quantity of bagda/golda sold during final sale (kg)
• c1004 - Total money received for bagda/golda sold during final sale (BDT)
• c1005 - Type of buyer for bagda/golda sold during final sale
• c1005_other - Other buyer type (specify)
• c1006 - Final sale arranged by cluster organizer
• c1007 - Obligated to sell to buyer
• c1008 - Took dadon or other credit from buyer
• c1009 - Paid dholon fee to buyer for final sale
• c1010 - Share of bagda/golda paid as dholon (kg per maund)
• c1011 - Paid commission to buyer for final sale
• c1012 - Amount of commission paid (BDT)
• c1013 - Mode of payment for final sale
• c1014 - Mode of receiving payment for final sale
• c1014_other - Other mode of receiving payment (specify)
• c1015 - Nature of sales agreement for final sale
• c1015_other - Other nature of sales agreement (specify)
• c1016 - Transportation costs for final sale (BDT)
• c1017 - Buyer recorded personal and transaction details of final sale
• c1018 - Mode of recording details
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• d001 - Took any in-kind credit, cash loans, or dadon to support shrimp production in th
• d001_1 - In-kind credit (fish/shrimp feed, other non-feed inputs)
• d001_2 - Cash loan (e.g., from bank, NGO, cooperative, friends/family, trader, money-lend
• d001_3 - Dadon
• d001_98 - Not applicable
• d002 - Reasons for not borrowing any money for shrimp production
• d002_1 - Had sufficient funds
• d002_2 - Unable to find lender
• d002_3 - Didn't want to get into debt
• d002_4 - High interest rates
• d002_5 - Hard to apply
• d002_6 - Inputs were available on credit
• d002_99 - Other
• d002_other - Other reason (specify)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• credittypecode - Credit type code
• credittypename - Credit type name
• d003 - Type of lender
• d003_other - Other lender (specify)
• lendercode - Lender code
• lendername - Lender name
• d004 - Access to loan facilitated by membership in shrimp cluster
• d005 - Value of this loan borrowed during the 2022 production period (BDT)
• d006 - Interest rate on this loan (in % per time unit)
• d006_u - Time unit for interest accrual period
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• d007 - Purchased any aquaculture crop insurance during the 2022 production period
• d008 - Insurance provider
• d008_other - Other insurance provider (specify)
• d009 - Insurance arranged by organizers of shrimp cluster
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• e00 - Crops produced in the sample pond during the 2021 production period
• e00_1 - Telapia/Nailotica
• e00_2 - Rui
• e00_3 - Katla
• e00_4 - Mrigel
• e00_5 - Kalibaus
• e00_6 - Silver carp/big head carp
• e00_7 - Grass carp
• e00_8 - Common carp/mirror carp/Karfu
• e00_9 - Thai Sharputi
• e00_10 - Koi
• e00_11 - Pangas
• e00_12 - Pabda
• e00_13 - Shol/Gajar/Taki
• e00_14 - Tengra
• e00_15 - Aire
• e00_16 - Vetki
• e00_17 - Mola
• e00_18 - Puti/sorputi
• e00_19 - Bagda Chingri
• e00_20 - Golda Chingri
• e00_21 - Chaka Chingri
• e00_22 - Harina Chingri
• e00_23 - Mud crab
• e00_24 - Parsha
• e00_25 - Rice
• e00_26 - Vegetables/fruits
• e00_98 - Did not grow any crops or fish
• e00_99 - Other
• e00_other - Other crop (specify)
• e01 - Total outlay on PL and fish seed for stocking in the sample pond in 2021 (BDT)
• e02 - Total outlay on feed for the sample pond in 2021 (BDT)
• e03 - Total outlay on non-feed inputs for the sample pond in 2021 (BDT)
• e04 - Total outlay on hired labor (casual and long-term) for the sample pond in 2021 (
• e05 - Total outlay on transport costs for feed or harvested fish from the sample pond
• e08 - Total quantity of shrimp (including bagda, chaka and harina) harvested from the
• e09 - Total quantity of shrimp (including bagda, chaka and harina) sold from the sampl
• e10 - Total value of shrimp (including bagda, chaka and harina) sold from the sample p
• e11 - Total quantity of golda prawn harvested from the sample pond in 2021 (kg)
• e12 - Total quantity of golda prawn sold from the sample pond in 2021 (kg)
• e13 - Total value of golda prawn sold from the sample pond in 2021 (BDT)
• e14 - Total quantity of fin fish harvested from the sample pond in 2021 (kg)
• e15 - Total quantity of fin fish sold from the sample pond in 2021 (kg)
• e16 - Total value of fin fish sold from the sample pond in 2021 (BDT)
• e17 - Total quantity of rice harvested from the sample pond in 2021 (kg)
• e06 - Total outlay on rice production in the sample pond in 2021 (including all hired
• e18 - Total quantity of rice sold from the sample pond in 2021 (kg)
• e19 - Total value of rice sold from the sample pond in 2021 (BDT)
• e20 - Total quantity of fruits/vegetables harvested from the sample pond in 2021 (kg)
• e07 - Total outlay on fruits/vegetables production in the sample pond in 2021 (includi
• e21 - Total quantity of fruits/vegetables sold from the sample pond in 2021 (kg)
• e22 - Total value of fruits/vegetables sold from the sample pond in 2021 (BDT)
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• f101 - Household has a television
• f102 - Household has an electric fan
• f103 - Household has electricity
• f104 - Household has an almirah/wardrobe
• f105 - Household has a refrigerator
• f106 - Any member of the household has a bank account
• f107 - Main material of the floor in the household
• f107_other - f107_other Other (specify):
• f108 - Main material of the walls in the household
• f108_other - f108_other Other (specify):
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• g101 - Any bread, roti, biscuits, or any other foods made from millet, sorghum, maize,
• g102 - Any potatoes, yams, manioc, cassava, or any other foods made from roots and tube
• g103 - Any vegetables
• g104 - Any fruits
• g105 - Any beef, pork, lamb, goat, rabbit, wild game, chicken, duck, or other birds, li
• g106 - Any eggs
• g107 - Any fresh or dried fish or shellfish
• g108 - Any foods made from beans, peas, lentils, or nuts
• g109 - Any cheese, yoghurt, milk, or other milk products
• g110 - Any foods made with oil, fat, or butter
• g111 - Any sugar or honey
• g112 - Any other foods, such as condiments, coffee, tea
• g201 - Worried that your household would not have enough food
• g202 - How often this happened in the past four weeks
• g203 - Any household member not able to eat the kinds of foods they prefer because of a
• g204 - How often this happened in the past four weeks
• g205 - Any household member had to eat a limited variety of foods due to a lack of reso
• g206 - How often this happened in the past four weeks
• g207 - Any household member had to eat some foods that they really did not want to eat
• g208 - How often this happened in the past four weeks
• g209 - Any household member had to eat a smaller meal than they felt they needed becaus
• g210 - How often this happened in the past four weeks
• g211 - Any household member had to eat fewer meals in a day because there was not enoug
• g212 - How often this happened in the past four weeks
• g213 - No food to eat of any kind in the household because of a lack of resources to ge
• g214 - How often this happened in the past four weeks
• g215 - Any household member went to sleep at night hungry because there was not enough
• g216 - How often this happened in the past four weeks
• g217 - Any household member had to go a whole day and night without eating anything bec
• g218 - How often this happened in the past four weeks
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• h001 - Ever discussed shrimp farming with shrimp farmers within the village
• h002 - Number of shrimp farmers in the village with whom they discussed about shrimp fa
• h003 - Number of farmers (excluding self) who practice shrimp monoculture within the vi
• h004 - Number of such farmers in the village they have interacted with in the last 12 m
• h006 - Ever discussed shrimp farming with farmers outside the village
• h007 - Number of shrimp farmers outside the village with whom they discussed about shri
• h008 - Number of farmers (excluding self) who practice shrimp monoculture outside the v
• h009 - Number of such farmers outside the village they have interacted with in the last
• h010 - Would consider contract farming with an exclusive buyer before the next producti
• h011 - Conditions under which farmers would consider contract farming with an exclusive
• h011_1 - Fixed price agreed in advance
• h011_2 - Buyer will collect the shrimp from the farm
• h011_3 - No part of the harvested shrimp will be rejected
• h011_4 - Can sell any quantity of shrimp
• h011_99 - Other
• h011_other - Other condition (specify)
• h012 - First time working in a coordinated way to grow shrimp together in a group
• h013 - Mode of awareness of cluster farming initiative
• h013_1 - Through government officials
• h013_2 - Through NGO/civil society/community mobilizers
• h013_3 - Through company official/representative
• h013_4 - Through farmers who owned/operated neighboring ponds
• h013_5 - Through friends/family/relatives
• h013_99 - Other
• h013_other - Other mode (specify)
• h014 - Motivations to join the cluster
• h014_1 - The prospect of making large profits from shrimp
• h014_2 - The prospect of working together with other farmers
• h014_3 - Wanted to try something new
• h014_4 - Ready access to buyers / this is the only way I can sell to processors
• h014_5 - Subsidies and support offered by partners (credit not included)
• h014_6 - Means to accessing better inputs/technology
• h014_7 - Access to credit
• h014_8 - To improve production practices
• h014_99 - Other
• h014_other - Other motivation (specify)
• h015 - Official responsibilities in the cluster
• h015_other - Other responsibility (specify)
• h016 - Relation to cluster president
• h017 - Relation to cluster secretary
• h018 - Circumstances of joining the shrimp cluster
• h019 - Actively motivated others to join the cluster initiative
• farmer_uid - Farmer ID
• district_code - District (code)
• districtname - District
• upazila_code - Upazila (code)
• upazilaname - Upazila
• cluster_org - Cluster organizer
• cluster_uid - Cluster ID
• cluster_name_en - Cluster name
• sampletype - Sample type
• rescluster - Does the respondent have a plot that is part of a shrimp cluster?
• sample_status - Sample status
• h100 - Generally speaking, would you say you strongly agree, somewhat agree, somewhat d
• h101 - Level of trust in relatives
• h102 - Level of trust in neighbors or others in the village
• h103 - Level of trust in those who belong to groups the farmer is a member of (e.g., SH
• h104 - Level of trust in NGOs / community workers
• h105 - Level of trust in government officials
• h106 - Extent of the spirit of solidarity within the village
• h107 - Likelihood of conflicts related to sharing of water resources
• h108 - Likelihood of conflicts related to land
• h109 - Likelihood of conflicts related to salinization of agricultural land
• h110 - Level of comfort speaking up in public
• h111 - Got together with others to try to resolve local problems in the last year
• h112 - Got together with others to volunteer time or labor for a project or cause that
• h113 - Attended a protest or demonstration in the last year
• h114 - Met and discussed any issue with elected representatives within the village in t
• h115 - Met and discussed any issue with government officials at the union/upazila level
• h116 - Any male household member (including respondent, if male) ever held any leadersh
• h117 - Any female household member (including respondent, if male) ever held any leader
• h118 - Sources of assistance in overcoming hardships or difficulties (whether medical,
• h118_1 - Family/relatives
• h118_2 - Politicians
• h118_3 - Government officials/civil service
• h118_4 - Friends and neighbors
• h118_5 - Charitable organizations/NGOs
• h118_6 - Religious leaders
• h118_7 - Village/community leaders
• h118_8 - Work-related or trade union (inlcudes shrimp cluster)
• h118_9 - Other groups you are a part of (religious, community association/cooperative, cr
• h118_99 - Other
• h118_97 - Did not receive help from anyone
• h118_98 - Did not face any hardships
• h118_other - Other source of assistance (specify)
• h119 - Extent of women in the household's say in making decisions related to joining th
• h120 - Which fish and/or shrimp species to farm
• h121 - Whether and/or what to grow on the pond bunds/edges
• h122 - Inputs to use for fish and/or shrimp
• h123 - Whether to harvest fish for own consumption
• h124 - Whether/where to market fish and/or shrimp
• h125 - How to use the income earned from selling fish and/or shrimp
• h126 - Conducting non-farm economic activities, such as running a small business
• h127 - Large, occasional household purchases
• h128 - Small, routine household purchases, such as food for daily consumption, everyday

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Variable Format: character

Notes: UNF:6:oxz8QWEvqH1fuy7REtnHZA==

f10900000 Location:

Variable Format: character

Notes: UNF:6:8j/GbvjT6VHxymZ+h4iBgw==

f10900000 Location:

Variable Format: character

Notes: UNF:6:3X9PssSOW/iARxd+0j+6vw==

f10900000 Location:

Summary Statistics: StDev NaN; Valid 0.0; Min. NaN; Mean NaN; Max. NaN

Variable Format: numeric

Notes: UNF:6:BnkkbWxCFt4NqgjlUj+yZw==

f10900000 Location:

Variable Format: character

Notes: UNF:6:sGAXn+MpgM+pAKAkNcYKZA==

f10900004 Location:

Variable Format: character

Notes: UNF:6:wHAEP2ajjT6oVWBlSxFJXw==

f10900004 Location:

Variable Format: character

Notes: UNF:6:hbPVGeT/RM92skD7XKEQDQ==

f10900004 Location:

Variable Format: character

Notes: UNF:6:S0ISGh7BdNKk3ylTte+M5w==

f10900004 Location:

Summary Statistics: Valid 16.0; StDev 1.181453906563152; Min. 1.0; Mean 2.0625; Max. 5.0;

Variable Format: numeric

Notes: UNF:6:39OJBQW8Na4cVhICq4YRfA==

f10900004 Location:

Variable Format: character

Notes: UNF:6:w4txoASIW8tQPQSiZt0SuQ==

f10900002 Location:

Variable Format: character

Notes: UNF:6:L0Jnm4Fq5H/2kAHFNyOgnQ==

f10900002 Location:

Variable Format: character

Notes: UNF:6:ra7kcAjd4Bisoimlbe3AmQ==

f10900002 Location:

Variable Format: character

Notes: UNF:6:U9igf4bR3c2bD+eOqBjWfw==

f10900002 Location:

Summary Statistics: Min. 1.0; Mean 2.0; StDev 0.82107082725596; Valid 90.0; Max. 3.0;

Variable Format: numeric

Notes: UNF:6:NSLi/6wUwAkV/PoHWTNhtQ==

f10900002 Location:

Variable Format: character

Notes: UNF:6:M7v/0nIFs7mGmyuR1xIi+w==

f10899998 Location:

Variable Format: character

Notes: UNF:6:97yb1WTbL6FMAksOkCEs7w==

f10899998 Location:

Variable Format: character

Notes: UNF:6:TN5IGuPpGiGDMo1dhBuJIw==

f10899998 Location:

Variable Format: character

Notes: UNF:6:25TllC5UTecTOBP0FSmJFA==

f10899998 Location:

Summary Statistics: StDev 34.59570258518588; Max. 97.0; Mean 15.357142857142856; Valid 14.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:Hj8M6vH124Cn27lmti0ZIQ==

f10899998 Location:

Variable Format: character

Notes: UNF:6:b/EqVQ9Z7QCT/hpYypEN2w==

f10900003 Location:

Variable Format: character

Notes: UNF:6:oDv4kuvzBlk4+QgMos9hBg==

f10900003 Location:

Variable Format: character

Notes: UNF:6:6uc2ivrF/S6mzjOMRpzbdQ==

f10900003 Location:

Variable Format: character

Notes: UNF:6:mzH5/tGhIPAqZXV/qphD8w==

f10900003 Location:

Summary Statistics: Max. 97.0; Valid 8.0; Mean 14.125; StDev 33.50239863480993; Min. 1.0

Variable Format: numeric

Notes: UNF:6:RWoGwzOheMNoE4xjlmXiZA==

f10900003 Location:

Variable Format: character

Notes: UNF:6:g6/GVG5Y1/0DgMxj64Vg/g==

f10899999 Location:

Variable Format: character

Notes: UNF:6:7r4UIjUE3LB1mCvV2QD/vw==

f10899999 Location:

Variable Format: character

Notes: UNF:6:Ex+89nkJACvpoxy5nryU/g==

f10899999 Location:

Variable Format: character

Notes: UNF:6:ZzDft911neqblBXp7M1e4g==

f10899999 Location:

Summary Statistics: Mean NaN; StDev NaN; Max. NaN; Valid 0.0; Min. NaN;

Variable Format: numeric

Notes: UNF:6:dxM/Qx1eEt2FAALA09Tg/g==

f10899999 Location:

Variable Format: character

Notes: UNF:6:URjAxkIDgc+acDBf09kz0w==

f10900001 Location:

Variable Format: character

Notes: UNF:6:/qkpfS15aYzQ5dvGed9Kqw==

f10900001 Location:

Variable Format: character

Notes: UNF:6:BHXue9mmD94fr2kquubtFw==

f10900001 Location:

Variable Format: character

Notes: UNF:6:BHE1AI4E9kAXJFFne+YMlA==

f10900001 Location:

Summary Statistics: Min. 1.0; Max. 3.0; StDev 0.704154339142587; Mean 1.6875; Valid 16.0

Variable Format: numeric

Notes: UNF:6:y8FSnMg2bjxZmvtuwPFB3g==

f10900001 Location:

Variable Format: character

Notes: UNF:6:qzeqhFcbsTrAA4RSNvFY2w==

f10899997 Location:

Variable Format: character

Notes: UNF:6:yp6pxGsYoOsd2S9xLyhUvg==

f10899997 Location:

Variable Format: character

Notes: UNF:6:S0r+zpz2F4by4ZPsb1elBQ==

f10899997 Location:

Variable Format: character

Notes: UNF:6:cGBcYlrHY6DCxndBJSz08Q==

f10899997 Location:

Summary Statistics: Mean 1.8; Min. 1.0; Max. 3.0; StDev 0.8366600265340756; Valid 5.0;

Variable Format: numeric

Notes: UNF:6:Xd9WJXv/AktqMm5f0hQcUQ==

f10899997 Location:

Variable Format: character

Notes: UNF:6:vFKu3CPyx98iIOm21tweDA==

f10899994 Location:

Variable Format: character

Notes: UNF:6:rS2juUAWlXWlNDfASVFgqw==

f10899994 Location:

Variable Format: character

Notes: UNF:6:dO5eN2tmS+oArc/ezIqnEg==

f10899994 Location:

Variable Format: character

Notes: UNF:6:Sz372DiR27uaZRwSex7cGQ==

f10899994 Location:

Summary Statistics: StDev 0.8366600265340756; Max. 3.0; Mean 1.8; Min. 1.0; Valid 5.0

Variable Format: numeric

Notes: UNF:6:gic7THzRQkqsZ8fpFieEQw==

f10899994 Location:

Variable Format: character

Notes: UNF:6:KJQG6i/xk41Z1hhY6Hggig==

f10899995 Location:

Variable Format: character

Notes: UNF:6:cw8nq1cdIDBvW7zvB57Nhg==

f10899995 Location:

Variable Format: character

Notes: UNF:6:cgFb/gihLuDdmB9CKLztyw==

f10899995 Location:

Variable Format: character

Notes: UNF:6:i8XVRxtv1YXMafhIamasEg==

f10899995 Location:

Summary Statistics: Valid 37.0; Min. 1.0; Max. 99.0; StDev 26.21773005752728; Mean 12.729729729729732

Variable Format: numeric

Notes: UNF:6:1Uf1Q0Y7hZTwyUms5eLqLg==

f10899995 Location:

Variable Format: character

Notes: UNF:6:N7Aldcssv0N77Xl9A/nPUg==

f10899993 Location:

Variable Format: character

Notes: UNF:6:H9ExHB4sZh882cjnAnimzQ==

f10899993 Location:

Variable Format: character

Notes: UNF:6:ipKBGc7qekD9wSXNC8Dpcg==

f10899993 Location:

Variable Format: character

Notes: UNF:6:X/cOZnMFqmXn7mrvFHfVYQ==

f10899993 Location:

Summary Statistics: Mean 1.5714285714285714; Min. 1.0; Max. 3.0; Valid 21.0; StDev 0.5976143046671969

Variable Format: numeric

Notes: UNF:6:eqaprA2zbdyS0tscWhGFRA==

f10899993 Location:

Variable Format: character

Notes: UNF:6:mtgS3h3caHVG5sE5S88pwQ==

f10899988 Location:

Variable Format: character

Notes: UNF:6:Sn8NSDL23stWEcDqbpQFFQ==

f10899988 Location:

Variable Format: character

Notes: UNF:6:eqoMKtF34wJGvXYWmh84lw==

f10899988 Location:

Variable Format: character

Notes: UNF:6:1iFwUkWJ3pDgKTsiY4dQlA==

f10899988 Location:

Summary Statistics: StDev 0.8366600265340756; Valid 5.0; Max. 3.0; Mean 1.8; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:BXqf7GCgdxIQ+WU9tQEeYA==

f10899988 Location:

Variable Format: character

Notes: UNF:6:8LoufdIyBa5J7A6wuR9zMA==

f10899991 Location:

Variable Format: character

Notes: UNF:6:uWME6d/ciQVyfm9Gf8Iw9Q==

f10899991 Location:

Variable Format: character

Notes: UNF:6:KWxl3RB/1Adp+BY9CKaQtg==

f10899991 Location:

Variable Format: character

Notes: UNF:6:cb0CBxd2XAgoWdtUzEEv2Q==

f10899991 Location:

Summary Statistics: StDev 0.8366600265340756; Min. 1.0; Valid 5.0; Max. 3.0; Mean 1.8;

Variable Format: numeric

Notes: UNF:6:E2Kr6RwEOR2PDAo/LhLDVw==

f10899991 Location:

Variable Format: character

Notes: UNF:6:Qp+q0rS4Gr7Uzzw1yAKyYg==

f10899990 Location:

Variable Format: character

Notes: UNF:6:gQsh2bX2rLMkQc2LWZMtxA==

f10899990 Location:

Variable Format: character

Notes: UNF:6:U5+v4mXOw5pIkNaTkPdjtQ==

f10899990 Location:

Variable Format: character

Notes: UNF:6:gxxudMc20tadBF3IAuK3jg==

f10899990 Location:

Summary Statistics: Min. 1.0; Max. 3.0; Valid 5.0; StDev 0.8366600265340756; Mean 1.8

Variable Format: numeric

Notes: UNF:6:2G77X9vIFldpjA0RsRtX0w==

f10899990 Location:

Variable Format: character

Notes: UNF:6:+UJcRpDPenvYW3MjlLqhHg==

f10899996 Location:

Variable Format: character

Notes: UNF:6:+eEm/OfgpJm0d3LjeOJ0tw==

f10899996 Location:

Variable Format: character

Notes: UNF:6:wHgIzWBgYtjKaLBNnjETUQ==

f10899996 Location:

Variable Format: character

Notes: UNF:6:hnLqXHtmxI6vU1aDjgnP5Q==

f10899996 Location:

Summary Statistics: StDev 3.400367627183861; Min. 1.0; Valid 16.0; Mean 4.6875; Max. 11.0;

Variable Format: numeric

Notes: UNF:6:10SyMvCKpbKw5Scnz/5J6Q==

f10899996 Location:

Variable Format: character

Notes: UNF:6:1XL/UX+YG1HPdxzSZn/gsw==

f10899987 Location:

Variable Format: character

Notes: UNF:6:wlbFVMLutgLSHkrGsqOJTg==

f10899987 Location:

Variable Format: character

Notes: UNF:6:19T2VjV+dUWMpfuDKtk03w==

f10899987 Location:

Variable Format: character

Notes: UNF:6:8v31pT4KlFUQieVHLo9jHA==

f10899987 Location:

Summary Statistics: Max. 3.0; Valid 5.0; StDev 0.8366600265340756; Mean 1.8; Min. 1.0

Variable Format: numeric

Notes: UNF:6:J6KYOvavKD2Rk3yBDpCPlg==

f10899987 Location:

Variable Format: character

Notes: UNF:6:oA17CNJ6RiWxIEbbs8TmZQ==

f10899992 Location:

Variable Format: character

Notes: UNF:6:8DajO+nOn2hg2msOdedfKw==

f10899992 Location:

Variable Format: character

Notes: UNF:6:nhsv1h4SFFkEPRnLJeo/yA==

f10899992 Location:

Variable Format: character

Notes: UNF:6:YpHGYn5fCDZppFikdsDsxw==

f10899992 Location:

Summary Statistics: Mean 1.8; Valid 5.0; Min. 1.0; StDev 0.8366600265340756; Max. 3.0

Variable Format: numeric

Notes: UNF:6:yDGShGVv/pnKFbBDnbXoJw==

f10899992 Location:

Variable Format: character

Notes: UNF:6:a+8bRjA1+OolSLFVJLDDtA==

f10899989 Location:

Variable Format: character

Notes: UNF:6:7GbhKynARBEVSsX+GdVgtg==

f10899989 Location:

Variable Format: character

Notes: UNF:6:pHPiNZ+hkTCjFzCHgbodLw==

f10899989 Location:

Variable Format: character

Notes: UNF:6:C4aVQcPcTc5wKPtVwtLlRw==

f10899989 Location:

Summary Statistics: StDev 0.8366600265340756; Max. 3.0; Valid 5.0; Min. 1.0; Mean 1.8;

Variable Format: numeric

Notes: UNF:6:CCmrvn4EJsYVemIyXDZGdg==

f10899989 Location:

Variable Format: character

Notes: UNF:6:aQzKBojocjKQOhshJ3NrgA==

f10899971 Location:

Variable Format: character

Notes: UNF:6:XnXLKUSDjheVFVUxL4kxXQ==

f10899971 Location:

Variable Format: character

Notes: UNF:6:NtLOKY6mBK+RSEmAqR9rYw==

f10899971 Location:

Variable Format: character

Notes: UNF:6:BOqBO9A87pbQJoUrT6QEsA==

f10899971 Location:

Summary Statistics: Max. 3.0; StDev 0.8345229603962802; Mean 1.875; Valid 8.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:WCZi7r1qAxAu1zJFX6Yb7w==

f10899971 Location:

Variable Format: character

Notes: UNF:6:bi4L1DTPQUYFdOaOd8Y2oQ==

f10899986 Location:

Variable Format: character

Notes: UNF:6:gCg3EqyJghRpT99TFYrVIw==

f10899986 Location:

Variable Format: character

Notes: UNF:6:Hm5lTMftd9nGrrGNNlWiRQ==

f10899986 Location:

Variable Format: character

Notes: UNF:6:hQnJtIgwJJjIOVIH8V1Q0A==

f10899986 Location:

Summary Statistics: StDev 19.466982387196104; Mean 10.075757575757583; Max. 77.0; Valid 66.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:1qt4MwABFekdh/m61GYyug==

f10899986 Location:

Variable Format: character

Notes: UNF:6:x6DCaTEKadIp1RE1J+Hccw==

f10899979 Location:

Variable Format: character

Notes: UNF:6:sAd+FJg/cbLc+Mq4Ga+jEg==

f10899979 Location:

Variable Format: character

Notes: UNF:6:Gy4mWBFh1FWKKgsFxejuPA==

f10899979 Location:

Variable Format: character

Notes: UNF:6:Q3bBETSFogmwlGQvqUsnVQ==

f10899979 Location:

Summary Statistics: Max. 3.0; Mean 1.75; Valid 12.0; StDev 0.7537783614444091; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:PtXNPKScKlGA1E4fk6UojA==

f10899979 Location:

Variable Format: character

Notes: UNF:6:kEi9b23LHHGAGX/dD+hhNQ==

f10899975 Location:

Variable Format: character

Notes: UNF:6:vs3S55sJBYrOVRtJjb3m1Q==

f10899975 Location:

Variable Format: character

Notes: UNF:6:yzd3eRL3aDKg74qcodXFuA==

f10899975 Location:

Variable Format: character

Notes: UNF:6:Z0T0Ubhwt1xFTIZ9AxCSsw==

f10899975 Location:

Summary Statistics: Min. 1.0; Mean 1.8; StDev 0.7888106377466155; Valid 10.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:lBsxC6eygzZQZ+/5WxW0uw==

f10899975 Location:

Variable Format: character

Notes: UNF:6:aIuxRksLk7UicWTkvISXSQ==

f10899969 Location:

Variable Format: character

Notes: UNF:6:77P5XuMzLmOWdFC0SFI+XA==

f10899969 Location:

Variable Format: character

Notes: UNF:6:eNqszUGO5KJGGHjbVcpUfQ==

f10899969 Location:

Variable Format: character

Notes: UNF:6:XgDJAN8dujutUYrsI1wDaw==

f10899969 Location:

Summary Statistics: Max. 99.0; Min. 1.0; Valid 23.0; StDev 27.8220630736811; Mean 10.391304347826084

Variable Format: numeric

Notes: UNF:6:OqLaYy6KDdoDW6GprurJKw==

f10899969 Location:

Variable Format: character

Notes: UNF:6:MI76UA4U5GNkV3q/Ls/ujw==

f10899982 Location:

Variable Format: character

Notes: UNF:6:5B8mcmbsi/VKTK5q689n1g==

f10899982 Location:

Variable Format: character

Notes: UNF:6:uSd5dnqfKBY+RBGnrzlY2w==

f10899982 Location:

Variable Format: character

Notes: UNF:6:bt9myO3n4kutmc+vJWUJag==

f10899982 Location:

Summary Statistics: Mean 1.8; Min. 1.0; StDev 0.7888106377466155; Valid 10.0; Max. 3.0

Variable Format: numeric

Notes: UNF:6:NT3fDN1/mxY2XrUJ+TTUKA==

f10899982 Location:

Variable Format: character

Notes: UNF:6:QM8Xjej4kHrLVxvG0M10qw==

f10899972 Location:

Variable Format: character

Notes: UNF:6:VZr76FYnWugK3sYKxT3u4A==

f10899972 Location:

Variable Format: character

Notes: UNF:6:ZotP7vQD2AXNGiIa0rlvfQ==

f10899972 Location:

Variable Format: character

Notes: UNF:6:39vsrI8kauxpzjfvJF8J/A==

f10899972 Location:

Summary Statistics: Valid 27.0; Max. 99.0; Mean 13.814814814814818; StDev 30.441668099747044; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:VEtzfj9HRYl9A9NvuQIdKA==

f10899972 Location:

Variable Format: character

Notes: UNF:6:1C4/BopOAVtsCNShMSmPHg==

f10899983 Location:

Variable Format: character

Notes: UNF:6:04IB1aR3PjqN+jtfTnqfxA==

f10899983 Location:

Variable Format: character

Notes: UNF:6:wE553VqJUbLnIHM9hCSSCQ==

f10899983 Location:

Variable Format: character

Notes: UNF:6:xKyofAPcZ4iphHsQCCOPgg==

f10899983 Location:

Summary Statistics: Min. 1.0; Mean 1.875; Valid 8.0; StDev 0.8345229603962802; Max. 3.0

Variable Format: numeric

Notes: UNF:6:5hLS7ETHTSi8quqo9yR8RA==

f10899983 Location:

Variable Format: character

Notes: UNF:6:F2JuDM/9THGuvOQvYSKRQA==

f10899981 Location:

Variable Format: character

Notes: UNF:6:vcvj+IMpvSGN2VmS4pCX7Q==

f10899981 Location:

Variable Format: character

Notes: UNF:6:7rz4d7n2JGEoiQYdBDuRZg==

f10899981 Location:

Variable Format: character

Notes: UNF:6:OT6GK6Z1kb3bm8VioTMbCQ==

f10899981 Location:

Summary Statistics: Mean 1.875; Max. 3.0; StDev 0.8345229603962802; Valid 8.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:IDfCC4QMs+OkZE7RrnLihQ==

f10899981 Location:

Variable Format: character

Notes: UNF:6:Iq5NP+iESjTdnCu1LXSdJA==

f10899967 Location:

Variable Format: character

Notes: UNF:6:nyJlQ9KJ81/ahAxBgB8X7g==

f10899967 Location:

Variable Format: character

Notes: UNF:6:tPChYoGR4MGkWj4WSjk42Q==

f10899967 Location:

Variable Format: character

Notes: UNF:6:4ttTUvZJ6vr+X4byab5x6Q==

f10899967 Location:

Summary Statistics: Min. 1.0; Max. 97.0; StDev 32.55328964431501; Valid 16.0; Mean 13.625

Variable Format: numeric

Notes: UNF:6:NcF8y3tnvGLTGhB8Y/5WeA==

f10899967 Location:

Variable Format: character

Notes: UNF:6:6r3o2AmZuFEkHPunjz4SrA==

f10899985 Location:

Variable Format: character

Notes: UNF:6:Ov0JOz0DTaqO8SIW+ntHKg==

f10899985 Location:

Variable Format: character

Notes: UNF:6:fmigj9qf6eMlq7kGe1gzog==

f10899985 Location:

Variable Format: character

Notes: UNF:6:QaU+SocHu+edlf/XtX+Jug==

f10899985 Location:

Summary Statistics: Valid 8.0; Max. 3.0; Min. 1.0; StDev 0.8345229603962802; Mean 1.875

Variable Format: numeric

Notes: UNF:6:JgsyJdY41iyZ45f0jqNeeg==

f10899985 Location:

Variable Format: character

Notes: UNF:6:PeqIyRY5DeDLdRczxEKUCg==

f10899974 Location:

Variable Format: character

Notes: UNF:6:3Zroi+D7z+OTcx1EfUE+5w==

f10899974 Location:

Variable Format: character

Notes: UNF:6:XjFxH8qYf1b29XuhQU0WyA==

f10899974 Location:

Variable Format: character

Notes: UNF:6:s67lR6rZLTCmhxGhVvhj4A==

f10899974 Location:

Summary Statistics: Mean 457.2727272727273; Valid 22.0; Min. 1.0; StDev 2130.5053767059967; Max. 9996.0;

Variable Format: numeric

Notes: UNF:6:eYFAhqpVg/ZzVX0g6WNF1g==

f10899974 Location:

Variable Format: character

Notes: UNF:6:Ht62/Humf1Gz/ukqY62C0Q==

f10899963 Location:

Variable Format: character

Notes: UNF:6:RZPCXSLRMq4h4Ec8t01X0g==

f10899963 Location:

Variable Format: character

Notes: UNF:6:eOpva7E5xPj5wQhQTIpKwg==

f10899963 Location:

Variable Format: character

Notes: UNF:6:te5hoG64U4ulFslm/VWh7g==

f10899963 Location:

Summary Statistics: Valid 10.0; Min. 1.0; StDev 0.7888106377466155; Mean 1.8; Max. 3.0

Variable Format: numeric

Notes: UNF:6:QcY+FEP1dvMbzL8EpTuz3g==

f10899963 Location:

Variable Format: character

Notes: UNF:6:cC3jgKseGMnqcIqQ+nU4cQ==

f10899976 Location:

Variable Format: character

Notes: UNF:6:+z8fg3hTboVFwoQ4a8Qn1Q==

f10899976 Location:

Variable Format: character

Notes: UNF:6:ahZl+5ElSVlxka+90xejlw==

f10899976 Location:

Variable Format: character

Notes: UNF:6:YOFNa1eGwfsgZ23X5iGeHg==

f10899976 Location:

Summary Statistics: Max. 3.0; StDev 0.8345229603962802; Min. 1.0; Mean 1.875; Valid 8.0

Variable Format: numeric

Notes: UNF:6:nlg1eG/qv6thPZHRnZ/YAQ==

f10899976 Location:

Variable Format: character

Notes: UNF:6:kQpsTTVchCSo/Tqz03g0WA==

f10899977 Location:

Variable Format: character

Notes: UNF:6:EtGrT5BcxT8INPYanziqAQ==

f10899977 Location:

Variable Format: character

Notes: UNF:6:OZATGD/4RzRT14nHBD/FPg==

f10899977 Location:

Variable Format: character

Notes: UNF:6:QXrc5kPqgTxP4K/3vQ0mRw==

f10899977 Location:

Summary Statistics: StDev 28.734796079790204; Max. 99.0; Valid 30.0; Mean 13.633333333333338; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:roGDK3q0PvaSp1wJqQIZRg==

f10899977 Location:

Variable Format: character

Notes: UNF:6:391d2K5MO+yGMWas2V9Vow==

f10899960 Location:

Variable Format: character

Notes: UNF:6:71RNh0tS2KaGlTuIXPYmlg==

f10899960 Location:

Variable Format: character

Notes: UNF:6:uBxi/Xs6OZZVZk5pzPm2gA==

f10899960 Location:

Variable Format: character

Notes: UNF:6:ZN8j7dMv830ht9M0YpJ62Q==

f10899960 Location:

Summary Statistics: Mean 1.8; StDev 0.7888106377466155; Min. 1.0; Max. 3.0; Valid 10.0;

Variable Format: numeric

Notes: UNF:6:7gVfIZssvE4QnbaeEpaOcA==

f10899960 Location:

Variable Format: character

Notes: UNF:6:B5J2gsTdPJFgAjnlWIDMIw==

f10899973 Location:

Variable Format: character

Notes: UNF:6:pDpUlEp79V0arZ+oZxbu9A==

f10899973 Location:

Variable Format: character

Notes: UNF:6:dIRgwUbfokxt8UuVi2aOkA==

f10899973 Location:

Variable Format: character

Notes: UNF:6:MEWcjQlqi0zHq+37XG9PVA==

f10899973 Location:

Summary Statistics: Max. 3.0; Valid 8.0; StDev 0.8345229603962802; Mean 1.875; Min. 1.0

Variable Format: numeric

Notes: UNF:6:SeSB4/A1vxUqgUbjgaU7aA==

f10899973 Location:

Variable Format: character

Notes: UNF:6:P9/j289BuUPEHx2zOlAsYw==

f10899965 Location:

Variable Format: character

Notes: UNF:6:G0oyHnxT4PMQlM+mXWJR4Q==

f10899965 Location:

Variable Format: character

Notes: UNF:6:aFT08vgsqvjWInFGvW7lTg==

f10899965 Location:

Variable Format: character

Notes: UNF:6:ZN8j7dMv830ht9M0YpJ62Q==

f10899965 Location:

Summary Statistics: Max. 3.0; StDev 0.7888106377466155; Mean 1.8; Valid 10.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:7gVfIZssvE4QnbaeEpaOcA==

f10899965 Location:

Variable Format: character

Notes: UNF:6:sN8vrwTVhj9/eg+nqQYSKA==

f10899959 Location:

Variable Format: character

Notes: UNF:6:gguEzg0pZpor4y7EnWDawg==

f10899959 Location:

Variable Format: character

Notes: UNF:6:g6fs/JX76M6xwEwvnFP0rw==

f10899959 Location:

Variable Format: character

Notes: UNF:6:Ek14NnvPljgoICidhilgrQ==

f10899959 Location:

Summary Statistics: Valid 12.0; Max. 3.0; StDev 0.7537783614444091; Min. 1.0; Mean 1.75;

Variable Format: numeric

Notes: UNF:6:6kY83OiU8RdiYJlMio4LAg==

f10899959 Location:

Variable Format: character

Notes: UNF:6:p70kpaInx+cjqaODquolSQ==